Visual Grounding on MMB v1.1
85.76AccuracyBase
Evaluation Results
| Method | Links | |
|---|---|---|
| BaseRatio=100%, Backbone=InternVL3-8B2026.05 | 85.76 | |
| IVC-PruneRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 85.37 | |
| IVC-PruneRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 85.14 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 85.06 | |
| ERASERatio=-75.0%, Backbone=InternVL3-8B2026.05 | 85.06 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 84.83 | |
| ERASERatio=-62.5%, Backbone=InternVL3-8B2026.05 | 84.83 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 84.67 | |
| ERASERatio=-85.0%, Backbone=InternVL3-8B2026.05 | 84.67 | |
| IVC-PruneRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 84.6 | |
| DARTRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 83.9 | |
| ERASERatio=-72.77%, Backbone=Qwen3-VL-8B2026.05 | 83.2 | |
| ERASERatio=-65.11%, Backbone=Qwen3-VL-8B2026.05 | 82.97 | |
| ERASERatio=-84.43%, Backbone=Qwen3-VL-8B2026.05 | 82.51 | |
| DARTRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 82.28 | |
| PruneSIDRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 82.04 | |
| CDPrunerRatio=-62.5%, Backbone=InternVL3-8B2026.05 | 80.65 | |
| DARTRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 79.64 | |
| PruneSIDRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 78.87 | |
| CDPrunerRatio=-75.0%, Backbone=InternVL3-8B2026.05 | 78.25 | |
| PruneSIDRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 74.77 | |
| CDPrunerRatio=-85.0%, Backbone=InternVL3-8B2026.05 | 72.06 |